Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-29 1912.528862 2080.635251 2250.629920 2435.111670 2629.368791 2827.559353 3044.752174
2025-07-06 1577.849845 1822.305411 2078.935733 2367.245123 2680.941482 3010.796879 3382.728344
2025-07-13 1454.858661 1753.675456 2075.741303 2446.206435 2858.140193 3299.815423 3806.854237
2025-07-20 1340.562352 1677.521976 2049.047878 2485.002456 2978.529563 3516.112608 4142.148283
2025-07-27 1230.487028 1594.481913 2004.313534 2493.944278 3057.123335 3679.089582 4412.367307
2025-08-03 1129.867067 1513.668237 1954.423443 2489.836939 3114.658187 3813.289173 4645.991801
2025-08-10 1052.483922 1454.222939 1924.019337 2503.342068 3188.158812 3962.225695 4893.620073
2025-08-17 970.395717 1383.350403 1875.109437 2490.546057 3227.199988 4068.576491 5090.113603
2025-08-24 915.159597 1341.898158 1858.379259 2513.214055 3305.574991 4218.708833 5335.893846
2025-08-31 846.556651 1279.315521 1812.163264 2496.982805 3334.949303 4309.499683 5511.109494
2025-09-07 812.090340 1258.435641 1815.859789 2540.220324 3434.583031 4482.319785 5782.116811
2025-09-14 765.349551 1218.669918 1793.481213 2549.221357 3491.169568 4603.029678 5991.137336
2025-09-21 714.512190 1171.572890 1760.627317 2544.701361 3531.624187 4705.716580 6181.076922
2025-09-28 640.576950 1089.025243 1678.561149 2474.983437 3489.216699 4706.936648 6248.759833
2025-10-05 631.920977 1096.711176 1714.621436 2556.298542 3635.090032 4936.852823 6591.896032
2025-10-12 608.270415 1081.662144 1719.320149 2596.242428 3728.555609 5102.771573 6858.131953
2025-10-19 575.005277 1050.901764 1701.391996 2605.447947 3782.278283 5219.454920 7064.545293
2025-10-26 539.303613 1014.597927 1674.303786 2601.219521 3817.841741 5313.059492 7242.500934
2025-11-02 512.165904 989.590186 1661.595443 2615.122536 3875.970688 5434.281333 7454.230229
2025-11-09 477.956846 951.931985 1629.686934 2601.949549 3898.103196 5509.942693 7609.567461
2025-11-16 457.409064 934.336045 1625.253203 2625.284912 3967.287143 5644.421976 7837.703190
2025-11-23 426.016680 897.851552 1592.386578 2608.576009 3983.106174 5711.060102 7981.361612
2025-11-30 414.414480 892.576756 1604.201254 2653.083615 4079.447950 5879.686035 8252.346041